General

papi-verify - Claude MCP Skill

Verify code against paper. Use when user asks "does this match the paper", "check my implementation", or is implementing equations/algorithms from literature.

SEO Guide: Enhance your AI agent with the papi-verify tool. This Model Context Protocol (MCP) server allows Claude Desktop and other LLMs to verify code against paper. use when user asks "does this match the paper", "check my implementation"... Download and configure this skill to unlock new capabilities for your AI workflow.

🌟1 stars • 1 forks
📥0 downloads

Documentation

SKILL.md
# Verify Code Against Paper

You are given:
- Code (or a code excerpt), plus paper excerpts (paste `papi show ... --level ...` output above, or reference exported files).

Project context (optional): $ARGUMENTS

## Rules

- Prefer equations/LaTeX over summaries when there's a conflict.
- If a claim is not supported by provided excerpts, say: "Not supported by provided excerpts."
- For supported claims, include a short quote snippet (<= 15 words) and cite as:
  (paper: <name>, arXiv: <id if present>, source: summary|equations|tex|notes, ref: section/eq/table/figure if present)

## Output

1) **Symbol mapping table**: paper symbol/definition → code variable/tensor (include shapes/units if stated)
2) **Mismatches / risks** (bulleted): missing terms, wrong sign/scale/normalization, shape bugs, hidden assumptions
3) **Fix plan**: minimal code changes (or patch sketch) + suggested asserts/tests to lock correctness

End with:
**Cited papers**: <comma-separated paper names and/or arXiv IDs>

For general CLI commands, see `/papi`.

Signals

Avg rating0.0
Reviews0
Favorites0

Information

Repository
hummat/paperpipe
Author
hummat
Last Sync
3/12/2026
Repo Updated
3/11/2026
Created
1/26/2026

Reviews (0)

No reviews yet. Be the first to review this skill!